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ORCIDIEEE Transactions on Cognitive Communications and Networking, Volume 7
Volume 7, Number 1, March 2021
- Chunxiao Jiang, Guoru Ding
, Aly El Gamal, Andrea Zanella, Oliver Holland, Tim O'Shea:
IEEE TCCN Special Section Editorial: Machine Learning and Artificial Intelligence for the Physical Layer. 1-4 - Shilian Zheng, Shichuan Chen, Xiaoniu Yang:
DeepReceiver: A Deep Learning-Based Intelligent Receiver for Wireless Communications in the Physical Layer. 5-20 - Peihan Qi, Xiaoyu Zhou, Shilian Zheng, Zan Li:
Automatic Modulation Classification Based on Deep Residual Networks With Multimodal Information. 21-33 - Yun Lin, Ya Tu, Zheng Dou, Lei Chen, Shiwen Mao:
Contour Stella Image and Deep Learning for Signal Recognition in the Physical Layer. 34-46 - Liang Huang, You Zhang, Weijian Pan, Jinyin Chen, Li Ping Qian, Yuan Wu:
Visualizing Deep Learning-Based Radio Modulation Classifier. 47-58 - Samer S. Hanna, Samurdhi Karunaratne, Danijela Cabric:
Open Set Wireless Transmitter Authorization: Deep Learning Approaches and Dataset Considerations. 59-72 - Liang Wang, Kezhi Wang, Cunhua Pan, Wei Xu, Nauman Aslam, Lajos Hanzo:
Multi-Agent Deep Reinforcement Learning-Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing. 73-84 - Zehui Xiong, Yang Zhang, Wei Yang Bryan Lim, Jiawen Kang, Dusit Niyato, Cyril Leung, Chunyan Miao:
UAV-Assisted Wireless Energy and Data Transfer With Deep Reinforcement Learning. 85-99 - Jiaxing Wang, Rui Han, Lin Bai, Tao Zhang, Jianwei Liu, Jinho Choi:
Coordinated Beamforming for UAV-Aided Millimeter-Wave Communications Using GPML-Based Channel Estimation. 100-109 - Xin-Lin Huang, Yu-Xuan Li, Yu Gao, Xiao-Wei Tang:
Q-Learning-Based Spectrum Access for Multimedia Transmission Over Cognitive Radio Networks. 110-119 - Shaocheng Huang, Yu Ye, Ming Xiao:
Learning-Based Hybrid Beamforming Design for Full-Duplex Millimeter Wave Systems. 120-132 - Han Zhang, Ruisi He, Bo Ai, Shuguang Cui, Haoxiang Zhang:
Measuring Sparsity of Wireless Channels. 133-144 - Tianyu Hu, Yang Huang, Qiuming Zhu, Qihui Wu:
Channel Estimation Enhancement With Generative Adversarial Networks. 145-156 - Wei Li, Xiuzhen Cheng, Zhi Tian, Shengling Wang, Rongfang Bie, Jiguo Yu:
Truthful Auction Analysis and Design in Multiunit Heterogenous Spectrum Markets With Reserve Prices. 157-170 - Shu-Feng Cheng, Li-Chun Wang, Chien-Hwa Hwang, Ju-Ya Chen, Li-Yu Cheng:
On-Device Cognitive Spectrum Allocation for Coexisting URLLC and eMBB Users in 5G Systems. 171-183 - Weichao Gao, Anirudha Sahoo:
Performance Impact of Coexistence Groups in a GAA-GAA Coexistence Scheme in the CBRS Band. 184-196 - Hangqi Li, Xiaohui Zhao:
Throughput Maximization With Energy Harvesting in UAV-Assisted Cognitive Mobile Relay Networks. 197-209 - Jian Jiao, Kexin Liang, Bowen Feng, Ye Wang, Shaohua Wu, Qinyu Zhang:
Joint Channel Estimation and Decoding for Polar Coded SCMA System Over Fading Channels. 210-221 - Haitham Khaled, Iftekhar Ahmad, Daryoush Habibi, Quoc Viet Phung:
A Green Traffic Steering Solution for Next Generation Communication Networks. 222-238 - Alireza Nooraiepour, Waheed U. Bajwa, Narayan B. Mandayam:
Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT. 239-254 - Ahmet M. Elbir, Kumar Vijay Mishra:
Sparse Array Selection Across Arbitrary Sensor Geometries With Deep Transfer Learning. 255-264 - Dongzhu Liu, Guangxu Zhu, Jun Zhang, Kaibin Huang:
Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning. 265-278 - Saeed Ghoorchian, Setareh Maghsudi:
Multi-Armed Bandit for Energy-Efficient and Delay-Sensitive Edge Computing in Dynamic Networks With Uncertainty. 279-293 - Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu:
Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing. 294-303 - Junling Li, Weisen Shi, Ning Zhang, Xuemin Shen:
Delay-Aware VNF Scheduling: A Reinforcement Learning Approach With Variable Action Set. 304-318 - Alia Asheralieva, Dusit Niyato:
Bayesian Reinforcement Learning and Bayesian Deep Learning for Blockchains With Mobile Edge Computing. 319-335
Volume 7, Number 2, June 2021
- Chau Yuen, George C. Alexandropoulos, Xiaojun Yuan, Marco Di Renzo, Mérouane Debbah:
IEEE TCCN Special Section Editorial: Intelligent Surfaces for Smart Wireless Communications. 336-339 - Sai Li, Liang Yang, Daniel Benevides da Costa, Marco Di Renzo, Mohamed-Slim Alouini:
On the Performance of RIS-Assisted Dual-Hop Mixed RF-UWOC Systems. 340-353 - Jinghe Wang, Hanqing Wang, Yu Han, Shi Jin, Xiao Li:
Joint Transmit Beamforming and Phase Shift Design for Reconfigurable Intelligent Surface Assisted MIMO Systems. 354-368 - Shanfeng Huang, Shuai Wang, Rui Wang, Miaowen Wen, Kaibin Huang:
Reconfigurable Intelligent Surface Assisted Mobile Edge Computing With Heterogeneous Learning Tasks. 369-382 - Liangxin Qian, Ping Yang, Yong Liang Guan, Zi Long Liu, Yue Xiao, Ke Jiang, Ming Xiao:
Multi-Dimensional Polarized Modulation for Land Mobile Satellite Communications. 383-397 - Stefano Buzzi, Carmen D'Andrea, Alessio Zappone, Maria Fresia, Yongping Zhang, Shulan Feng:
RIS Configuration, Beamformer Design, and Power Control in Single-Cell and Multi-Cell Wireless Networks. 398-411 - Yutong Zhang, Boya Di, Hongliang Zhang, Jinlong Lin, Chenren Xu, Daqing Zhang, Yonghui Li, Lingyang Song:
Beyond Cell-Free MIMO: Energy Efficient Reconfigurable Intelligent Surface Aided Cell-Free MIMO Communications. 412-426 - Zhiyang Li, Ming Chen, Zhaohui Yang, Jingwen Zhao, Yinlu Wang, Jianfeng Shi, Chongwen Huang:
Energy Efficient Reconfigurable Intelligent Surface Enabled Mobile Edge Computing Networks With NOMA. 427-440 - Jawad Mirza, Bakhtiar Ali:
Channel Estimation Method and Phase Shift Design for Reconfigurable Intelligent Surface Assisted MIMO Networks. 441-451 - Eyad Shtaiwi, Hongliang Zhang, Sriram Vishwanath, Moustafa Youssef, Ahmed Abdelhadi, Zhu Han:
Channel Estimation Approach for RIS Assisted MIMO Systems. 452-465 - Mohammad Amin Saeidi, Mohammad Javad Emadi, Hamed Masoumi, Mohammad Robat Mili, Derrick Wing Kwan Ng, Ioannis Krikidis:
Weighted Sum-Rate Maximization for Multi-IRS-Assisted Full-Duplex Systems With Hardware Impairments. 466-481 - Yashuai Cao, Tiejun Lv, Zhipeng Lin, Wei Ni:
Delay-Constrained Joint Power Control, User Detection and Passive Beamforming in Intelligent Reflecting Surface-Assisted Uplink mmWave System. 482-495 - Yingzhuo Sun, Cheng-Xiang Wang, Jie Huang, Jun Wang:
A 3D Non-Stationary Channel Model for 6G Wireless Systems Employing Intelligent Reflecting Surfaces With Practical Phase Shifts. 496-510 - Francesco Chiti, Romano Fantacci, Dania Marabissi, Andrea Tani:
Correlation-Based Spectrum Sensing With Oversampling and Optimal Weights Selection for OFDM-Based Networks Coexistence in TVWS. 511-523 - Zitong Liu, Guoru Ding, Zheng Wang, Shilian Zheng, Jiachen Sun, Qihui Wu:
Cooperative Topology Sensing of Wireless Networks With Distributed Sensors. 524-540 - Ahmadreza Salehi, Amir Zaimbashi, Mikko Valkama:
Kernelized-Likelihood Ratio Tests for Binary Phase-Shift Keying Signal Detection. 541-552 - Zhixu Cheng, Jing Zhang, Tiecheng Song, Jing Hu, Xu Bao:
Detection Strategy Against Restricted SSDF Attack With Potential Interaction Assistance. 553-566 - Zhi Lin, Min Lin, Wei-Ping Zhu, Jun-Bo Wang, Julian Cheng:
Robust Secure Beamforming for Wireless Powered Cognitive Satellite-Terrestrial Networks. 567-580 - Marialisa Scatà, Alessandro Di Stefano, Aurelio La Corte, Pietro Liò:
A Multiplex Social Contagion Dynamics Model to Shape and Discriminate D2D Content Dissemination. 581-593 - Nagina Zarin, Anjali Agarwal:
Hybrid Radio Resource Management for Time-Varying 5G Heterogeneous Wireless Access Network. 594-608 - Omid Moghimi Kandelusy, Nicholas J. Kirsch:
Cognitive Multi-User Multi-Relay Network: A Decentralized Scheduling Technique. 609-623 - Caihong Kai, Hao Zhou, Yibo Yi, Wei Huang:
Collaborative Cloud-Edge-End Task Offloading in Mobile-Edge Computing Networks With Limited Communication Capability. 624-634 - Yuhao Wang, Long Chen, Yifan Zhou, Xiaodong Liu, Fuhui Zhou, Naofal Al-Dhahir:
Resource Allocation and Trajectory Design in UAV-Assisted Jamming Wideband Cognitive Radio Networks. 635-647 - Kaige Qu, Weihua Zhuang, Xuemin Shen, Xu Li, Jaya Rao:
Dynamic Resource Scaling for VNF Over Nonstationary Traffic: A Learning Approach. 648-662 - Sara Khosravi, Hossein Shokri Ghadikolaei, Marina Petrova:
Learning-Based Handover in Mobile Millimeter-Wave Networks. 663-674 - Jiayin Chen, Peng Yang, Qiang Ye, Weihua Zhuang, Xuemin Shen, Xu Li:
Learning-Based Proactive Resource Allocation for Delay-Sensitive Packet Transmission. 675-688
Volume 7, Number 3, September 2021
- Mohammed Hirzallah, Marwan Krunz, Balkan Kecicioglu, Belal Hamzeh:
5G New Radio Unlicensed: Challenges and Evaluation. 689-701 - Hao Ye, Geoffrey Ye Li, Biing-Hwang Juang:
Deep Learning Based End-to-End Wireless Communication Systems Without Pilots. 702-714 - Hamed Mosavat-Jahromi, Yue Li, Lin Cai, Jianping Pan:
Prediction and Modeling of Spectrum Occupancy for Dynamic Spectrum Access Systems. 715-728 - Niranjana Radhakrishnan, Sithamparanathan Kandeepan:
An Improved Initialization Method for Fast Learning in Long Short-Term Memory-Based Markovian Spectrum Prediction. 729-738 - Tao Zhang, Kun Zhu, Dusit Niyato:
Detection of Sleeping Cells in Self-Organizing Cellular Networks: An Adversarial Auto-Encoder Method. 739-751 - Keita Katagiri, Koya Sato, Kei Inage, Takeo Fujii:
Dynamic Radio Map Using Statistical Hypothesis Testing. 752-766 - Yi-Qun Xu, Bangning Zhang, Guoru Ding, Bing Zhao, Shengnan Li, Daoxing Guo:
Radio Environment Map Construction Based on Spatial Statistics and Bayesian Hierarchical Model. 767-779 - Yihong Dong, Xiaohan Jiang, Lei Cheng, Qingjiang Shi:
SSRCNN: A Semi-Supervised Learning Framework for Signal Recognition. 780-789 - Thao T. Nguyen, Michael R. Souryal:
Deterministic Move Lists for Federal Incumbent Protection in the CBRS Band. 790-801 - Hassan Yazdani, Azadeh Vosoughi, Xun Gong:
Achievable Rates of Opportunistic Cognitive Radio Systems Using Reconfigurable Antennas With Imperfect Sensing and Channel Estimation. 802-817 - Brian W. Stevens, Mohamed F. Younis:
Physical Layer and MAC Design for Self-Reliant Cognitive Multicast Networks Using LTE Resources. 818-833 - Chong Huang, Gaojie Chen, Yu Gong, Zhu Han:
Joint Buffer-Aided Hybrid-Duplex Relay Selection and Power Allocation for Secure Cognitive Networks With Double Deep Q-Network. 834-844 - Mohammad Yousefvand, Narayan B. Mandayam:
Learning End-User Behavior for Optimized Bidding and User/Network Association. 845-855 - Xin Yuan, Haipeng Yao, Jingjing Wang, Tianle Mai, Mohsen Guizani:
Artificial Intelligence Empowered QoS-Oriented Network Association for Next-Generation Mobile Networks. 856-870 - Ricardo Lent:
Adaptive DTN Routing: A Neuromorphic Networking Perspective. 871-880 - Laha Ale, Ning Zhang, Xiaojie Fang, Xianfu Chen, Shaohua Wu, Longzhuang Li:
Delay-Aware and Energy-Efficient Computation Offloading in Mobile-Edge Computing Using Deep Reinforcement Learning. 881-892 - N. Nishanth, A. Mujeeb:
Modeling and Detection of Flooding-Based Denial of Service Attacks in Wireless Ad Hoc Networks Using Uncertain Reasoning. 893-904 - Idayat O. Sanusi, Karim M. Nasr, Klaus Moessner:
Radio Resource Management Approaches for Reliable Device-to-Device (D2D) Communication in Wireless Industrial Applications. 905-916 - Zain Ali, Guftaar Ahmad Sardar Sidhu, Feifei Gao, Jing Jiang, Xiaoyan Wang:
Deep Learning Based Power Optimizing for NOMA Based Relay Aided D2D Transmissions. 917-928 - Jinho Choi:
On Evolutionary Game of Dynamic Devices in NOMA-Based IoT Networks. 929-938 - Zhongxiang Sun, Dingcheng Yang, Lin Xiao, Laurie G. Cuthbert, Fahui Wu, Yutao Zhu:
Joint Energy and Trajectory Optimization for UAV-Enabled Relaying Network With Multi-Pair Users. 939-954 - Federico Venturini, Federico Mason, Francesco Pase, Federico Chiariotti, Alberto Testolin, Andrea Zanella, Michele Zorzi:
Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control. 955-969 - Yizhe Luo, Wenrui Ding, Baochang Zhang:
Optimization of Task Scheduling and Dynamic Service Strategy for Multi-UAV-Enabled Mobile-Edge Computing System. 970-984 - Pankaj K. Sharma, Budharam Yogesh, Deepika Gupta, Dong In Kim:
Performance Analysis of IoT-Based Overlay Satellite-Terrestrial Networks Under Interference. 985-1001 - Ziyang Cheng, Zishu He, Bin Liao:
Hybrid Beamforming for Multi-Carrier Dual-Function Radar-Communication System. 1002-1015
Volume 7, Number 4, December 2021
- Dusit Niyato, Kaibin Huang, Mehdi Bennis, Miao Pan, Zehui Xiong, Long Bao Le, Dong In Kim, Li-Chun Wang:
IEEE TCCN Special Section Editorial: Convergence of Collaborative Distributed Machine Learning and Edge Computing Toward Intelligent Networking. 1016-1020 - Jingjing Yao, Nirwan Ansari:
Secure Federated Learning by Power Control for Internet of Drones. 1021-1031 - Pan Zhou, Shimin Gong, Zichuan Xu, Lixing Chen, Yulai Xie, Changkun Jiang, Xiaofeng Ding:
Trustworthy and Context-Aware Distributed Online Learning With Autoscaling for Content Caching in Collaborative Mobile Edge Computing. 1032-1047 - Tri Gia Nguyen, Trung V. Phan, Dinh Thai Hoang, Tu N. Nguyen, Chakchai So-In:
Federated Deep Reinforcement Learning for Traffic Monitoring in SDN-Based IoT Networks. 1048-1065 - Fenghui Zhang, Ruilong Deng, Xinsheng Zhao, Michael Mao Wang:
Load Balancing for Distributed Intelligent Edge Computing: A State-Based Game Approach. 1066-1077 - Hongda Wu, Ping Wang:
Fast-Convergent Federated Learning With Adaptive Weighting. 1078-1088 - Ivana Nikoloska, Josefine Holm, Anders E. Kalør, Petar Popovski, Nikola Zlatanov:
Inference Over Wireless IoT Links With Importance-Filtered Updates. 1089-1098 - Sissi Xiaoxiao Wu, Gangqiang Li, Shengli Zhang, Xiaohui Lin:
Detection of Insider Attacks in Distributed Projected Subgradient Algorithms. 1099-1111 - Zhen Li, Chunxiao Jiang, Linling Kuang:
Double Auction Mechanism for Resource Allocation in Satellite MEC. 1112-1125 - Fahime Khoramnejad, Melike Erol-Kantarci:
On Joint Offloading and Resource Allocation: A Double Deep Q-Network Approach. 1126-1141 - Yuqiang Heng, Jeffrey G. Andrews:
Machine Learning-Assisted Beam Alignment for mmWave Systems. 1142-1155 - Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar:
Ensemble Wrapper Subsampling for Deep Modulation Classification. 1156-1170 - Farrukh Aziz Bhatti, Muhammad Jaleed Khan, Ahmed Selim, Francisco Paisana:
Shared Spectrum Monitoring Using Deep Learning. 1171-1185 - Hao Fang, Tao Zhang, Linyuan Zhang, Hao Wu, Guoru Ding, Yueming Cai:
Spectrum Sensing Under Illegal Spectrum Access Behaviors in Multiple Authorized Users Scenario. 1186-1199 - Zaheer Khan, Janne J. Lehtomäki, Valerio Selis, Hamed Ahmadi, Alan Marshall:
Intelligent Autonomous User Discovery and Link Maintenance for mmWave and TeraHertz Devices With Directional Antennas. 1200-1215 - Yusuke Koda, Masao Shinzaki, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Yushi Shirato, Daisei Uchida, Naoki Kita:
Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking. 1216-1232 - Alvaro Valcarce, Jakob Hoydis:
Toward Joint Learning of Optimal MAC Signaling and Wireless Channel Access. 1233-1243 - Deemah H. Tashman, Walaa Hamouda:
Physical-Layer Security on Maximal Ratio Combining for SIMO Cognitive Radio Networks Over Cascaded κ-μ Fading Channels. 1244-1252 - Jun Zeng, Jinlong Sun, Guan Gui, Bamidele Adebisi, Tomoaki Ohtsuki, Haris Gacanin, Hikmet Sari:
Downlink CSI Feedback Algorithm With Deep Transfer Learning for FDD Massive MIMO Systems. 1253-1265 - Mounia Bouabdellah, Faissal El Bouanani:
A PHY Layer Security of a Jamming-Based Underlay Cognitive Satellite-Terrestrial Network. 1266-1279 - Jihas Khan, Lillykutty Jacob:
Cognitive Sub-Band Scheduling and Link Adaptation for 5G URLLC. 1280-1290 - Yasaman Khorsandmanesh, Mohammad Javad Emadi, Ioannis Krikidis:
Average Peak Age of Information Analysis for Wireless Powered Cooperative Networks. 1291-1303 - Vivek Chaudhary, Harshan Jagadeesh:
Fast-Forward Mitigation Schemes for Cognitive Adversary. 1304-1319 - Yongjun Xu, Haijian Sun, Yinghui Ye:
Distributed Resource Allocation for SWIPT-Based Cognitive Ad-Hoc Networks. 1320-1332 - Zhaleh Sadreddini, Erkan Güler, Mohsen Khalily, Halim Yanikomeroglu:
MRIRS: Mobile Ad Hoc Routing Assisted With Intelligent Reflecting Surfaces. 1333-1346 - Sahar Imtiaz, Sebastian Schiessl, Georgios P. Koudouridis, James Gross:
Coordinates-Based Resource Allocation Through Supervised Machine Learning. 1347-1362 - Liangyu Chen, Bo Hu, Shanzhi Chen, Jianpeng Xu, Guixian Xu:
QoE-Aware Resource Allocation for Non-Orthogonal Multiple Access Enhanced HetNets. 1363-1381 - Jie Sun, Feng Liu, Huandong Wang, Manzoor Ahmed, Yong Li, Lianlian Zhang, Hao Zeng:
Network Function Placement Under Randomly Arrived Networking Traffic. 1382-1398 - Haomiao Yang, Qixian Zhou, Dongxiao Liu, Hongwei Li, Xuemin Shen:
AEALV: Accurate and Efficient Aircraft Location Verification for ADS-B. 1399-1411 - Koya Sato, Daisuke Sugimura:
Rate-Adapted Decentralized Learning Over Wireless Networks. 1412-1429 - Zhiyuan Jiang, Yan Liu, Jernej Hribar, Luiz A. DaSilva, Sheng Zhou, Zhisheng Niu:
SMART: Situationally-Aware Multi-Agent Reinforcement Learning-Based Transmissions. 1430-1443
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